2022.10 — 2027.01Expected
KU Leuven
PhD in Computer Science
Supervisor: Marie-Francine Moens
Full scholarship
CV
My education, research experience, and technical background.
Education
2020.06 — 2022.09
Aalto University
MSc in Computer Science
Supervisor: Pekka Marttinen
Full scholarship
2016.09 — 2020.06
Macau University of Science and Technology
BSc in Electronic Information Technology
Supervisor: Yanyan Liang
Full scholarship
Research projects
My contributions to collaborative European research projects.
Medical language models & multilingual information extraction
Led research on medical language model pretraining and information extraction, from domain knowledge integration and parameter-efficient adaptation to multilingual temporal relation modeling and evaluation.
Evidence-based explanations for medical AI
Led method development for medical evidence retrieval, question answering, and explanation generation. Developed weakly supervised argument mining to structure claims, evidence, and their relations.
Clinical information extraction with limited supervision
Led low-resource information extraction research for Finnish clinical text, using medical ontologies to construct weak supervision and develop domain-adapted named entity recognition models.
Technical skills
Model development
Python, PyTorch, Hugging Face Transformers; medical model training, evaluation, and deployment.
Language model adaptation
Adapter and LoRA fine-tuning, prompt engineering, knowledge editing, and inference-time intervention.
Efficient training & clinical applications
Familiarity with DeepSpeed and distributed training; collaboration with clinicians on medical AI applications.
Publications
Publications and research, including work in medical NLP, multilingual language models, and explainable AI.
All publications →